Prediction of Vickers hardness of amorphous alloys based on interpretable machine learning
出版年份 2022 全文链接
标题
Prediction of Vickers hardness of amorphous alloys based on interpretable machine learning
作者
关键词
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出版物
JOURNAL OF NON-CRYSTALLINE SOLIDS
Volume 602, Issue -, Pages 122095
出版商
Elsevier BV
发表日期
2022-12-20
DOI
10.1016/j.jnoncrysol.2022.122095
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- (2022) X.W. Liu et al. JOURNAL OF ALLOYS AND COMPOUNDS
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